Semantic technologies are designed to facilitate context-awareness for web content, enabling machines to understand and process them. However, this has been faced with several challenges, such as disparate nature of existing solutions and lack of scalability in proportion to web scale. With a holistic perspective to web content semantic annotation, this paper focuses on leveraging cloud computing for these challenges. To achieve this, a set of requirements towards holistic semantic annotation on the web is defined and mapped with cloud computing mechanisms to facilitate them. Technical specification for the requirements is critically reviewed and examined against each of the cloud computing mechanisms, in relation to their technical functionalities. Hence, a mapping is established if the cloud computing mechanism's functionalities proffer a solution for implementation of a requirement's technical specification. The result is a cloud computing capability model for holistic semantic annotation which presents an approach towards delivering large scale semantic annotation on the web via a cloud platform.
翻译:语义技术的设计是为了促进对网络内容的环境认识,使机器能够理解和处理这些内容。然而,这遇到了若干挑战,例如现有解决方案性质不同,且与网络规模相比缺乏可缩放性。从对网络内容的语义说明的整体观点来看,本文件侧重于利用云计算来应对这些挑战。为此,界定了对网上整体语义注解的一套要求,并用云计算机制绘制了一套要求,以便利这些要求。针对每个云计算机制的技术功能,对要求的技术规格进行了严格审查和审查。因此,如果云计算机制的功能为执行需求的技术规格提供了一种解决办法,就可进行绘图。结果是一个云计算整体语义说明能力模型,它展示了通过云平台在网上提供大规模语义注解的方法。